Product design, UX writing, and AI-assisted thinking — connected.
I work best where product logic, interface clarity, and language meet: complex SaaS products, AI-assisted workflows, analytical tools, and digital services that need to make sense quickly.
My strongest value is in taking messy product situations and turning them into structured flows, useful interfaces, clearer communication, and practical next steps for the team.
Where I'm heading
My current direction is AI-assisted product design: practical, user-facing, and grounded in real product problems.
I'm not interested in AI as a decorative layer. I'm interested in how AI can help people make decisions, explore options, understand complex information, and complete tasks more easily.
How this shows up in practice
Complex product UX
Turning analytical products, dashboards, filters, permissions, and dense information into clearer workflows.
See Gemius case studyAI-assisted experiences
Shaping assistant behavior, decision support, prototype logic, and user-facing AI flows with human oversight.
See ESL Brains case studyProduct language
Using UX writing and content design to make products, services, and brand communication easier to understand.
See UX writing noteReal-world constraints
Designing for contexts where clarity, visibility, safety, and field conditions matter as much as the interface.
See research devices noteWhat I bring
- Structuring ambiguity into clear product direction
- Designing complex UX for data, dashboards, filters, and permissions
- Writing that supports product clarity
- Practical AI experimentation
- Implementation-aware design
How I use AI
I use AI as a practical tool: to explore product concepts, prototype experiences, build knowledge structures, and test ideas faster. The goal is useful, understandable, trustworthy experiences for real users.
Earlier background
Before focusing on UX and Product Design, I worked with complex custom-made corporate tourism products, ran a sailing company, and worked as an editor for a sailing magazine.
This background still shapes how I work today. It taught me how to understand client and user needs, coordinate many moving parts, communicate clearly, manage real-world constraints, and take ownership.
It also made me comfortable with products that have a lot happening under the surface: people, constraints, edge cases, operational logic, and information that has to stay understandable when the situation gets busy.
Work style
Tools and working methods
I use design, documentation, research, and AI-assisted prototyping tools to move from unclear product ideas to flows, prototypes, UX copy, and implementation-ready documentation.
Design and prototyping
Figma, Sketch, design systems
AI-assisted exploration
ChatGPT, Codex, Lovable, v0, Google AI Studio, Figma Make
Product and documentation
Jira, Confluence, requirements, handoff
Research and validation
Interviews, usability testing, feedback analysis
Where I fit best
- Product Designer in a SaaS or B2B product team
- Product Designer working on AI-assisted experiences
- UX Writer / Content Designer close to product
- Product-focused UX/UI Designer
- Startup Product Designer
- Designer for complex analytical or workflow-heavy tools
- Designer working on AI-assisted digital services
- production frontend development as the main responsibility
- machine learning engineering
- pure visual branding without product work
- graphic design only
- research-only roles without design involvement
- design-system maintenance as the whole role
- classic project management without product or design ownership
Think there's a match?
Open the assistant for a quick role-fit check, or get in touch directly.